Bayesian statistics

Bayesian Statistics is the basis of many fields like Data science and Machine learning, and the application in professional practices is very large: Marketing, Medicine, Economy, and Finance, …

But, the important issue to learn Bayesian statistics is the theoretical part of it, and when it refers to maths, statistics, and probability, it seems more complicated. NOT REALLY, my aim is to simplify notions of statistics and probability and to give some examples to better understand the theory behind Bayesian Statistics, through this program.

Course Content:

• What's Bayesian Statistics?
• Expectation & Variance
• Combination & Permutation
• Conditional probability
• Bayes' theorem
• Mean & Standard deviation
• Covariance & Correlation
• ANOVA
• Test A/B